Extended date rate prediction for cognitive radio using ANFIS with Subtractive Clustering

S. M. Hiremath, Sarat Kumar Patra, Amit Kumar Mishra

Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion CynhadleddTrafodion Cynhadledd (Nid-Cyfnodolyn fathau)

Crynodeb

Cognitive radio has emerged as intelligent wireless technology for solving the ever-growing demand of radio spectrum. Cognitive radio is a context aware radio, capable of observing the channel and networks parameters and make autonomously decisions on the best transceiver configuration. Cognitive radio can be made adaptive by utilizing intelligent software techniques. In this paper, we propose Subtractive Clustering with ANFIS based adaptive technique so that it works intelligently to select particular radio configuration. The system considers different time zones and subtractive clustering is used to assist ANFIS in selecting optimum number of rules and membership function. The performance of this is seen to be better than the neural network and ANFIS scheme.

Iaith wreiddiolSaesneg
TeitlCODEC 2012 - 5th International Conference on Computers and Devices for Communication
CyhoeddwrIEEE Press
Nifer y tudalennau4
ISBN (Electronig)978-1-4673-2620-9
ISBN (Argraffiad)978-1-4673-2619-3
Dynodwyr Gwrthrych Digidol (DOIs)
StatwsCyhoeddwyd - 17 Rhag 2012
Cyhoeddwyd yn allanolIe
Digwyddiad5th International Conference on Computers and Devices for Communication, CODEC 2012 - Kolkata, India
Hyd: 17 Rhag 201219 Rhag 2012

Cyfres gyhoeddiadau

EnwCODEC 2012 - 5th International Conference on Computers and Devices for Communication

Cynhadledd

Cynhadledd5th International Conference on Computers and Devices for Communication, CODEC 2012
Gwlad/TiriogaethIndia
DinasKolkata
Cyfnod17 Rhag 201219 Rhag 2012

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